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AI Prototype to Production
Turn Your AI-Built Prototype Into a Production-Ready Product
Built with Lovable, Bolt, v0, or Cursor? We audit, secure, test, and deploy it for real users—fixing what's risky while keeping what works.
✓ Security audit · ✓ Performance testing · ✓ Zero-downtime deployment
Who This Is For
✓ Perfect fit if you have:
- • Built a working prototype with Lovable, Bolt, v0, Replit, or Cursor
- • Users or investors ready to test, but app breaks under load
- • Security concerns or data protection requirements
- • Need to deploy to production in 2-6 weeks
- • Want to keep your AI-generated code (not rebuild from scratch)
⚠️ Not the right fit if:
- • You're still validating the idea (start with MVP development instead)
- • Data model is completely broken (may need rebuild, we'll tell you)
- • You need ongoing monthly development (see retainer options)
Typical Timeline
2-4 weeksFrom Quick Scan to production-ready deployment
Typical Investment
$8K - $15KFixed price after Quick Scan identifies scope
Quick Scan
FREE24-hour turnaround, no code access needed
What changes
A prototype you can put in front of real users
We name the risks before anyone pays for a rebuild, and we keep the parts that already work.
01
The top risks, before a rebuild quote
02
What already works is kept
03
Security, tests and deployment for the fixes we scope
Is this you?
When this is the right service
If the prototype shows these symptoms, start with the free Quick Scan rather than a rewrite.
- Each AI fix breaks something else
- I'm not sure if user data is exposed
- Payments only half work
- There's no staging site or rollback
- Nobody to call when it goes down
Services
What we do
The Quick Scan is free. The audit, the fixes and later care are quoted after it.
Codebase audit
A review of the code, the database and the deployment. We say what is safe to keep.
Security review
Authentication, secrets, data access and payments, as far as the prototype has them.
Deployment
A way to ship, with a staging path and a rollback, when that is in the quoted scope.
Quick Scan (free)
Repository link, or you tell us you will share access. We email your top risks within 3 working days.
Keep, harden or rewrite
We only rebuild what needs rebuilding
A downloadable checklist file is not published yet. The twelve areas are on this page. A rewrite is recommended only when the data model or security is broken throughout, and we explain why in writing.
Keep
What already works stays
We say which parts are safe to leave as they are.
Harden
Fix it in place
Security, tests, errors, performance and deployment, without a new app.
Rewrite
Only when it is broken throughout
We recommend a rewrite only when the data model or security is broken throughout, and we explain why in writing.
Twelve areas we check
Architecture
Database access rules
Authentication
Secrets
Payments
Error handling
Tests
Performance
Deployment
Monitoring
Backups
Maintainability
Packages
Start free. Pay for what you need.
The Quick Scan is free. Every later package is quoted after the Quick Scan. No prices are shown here.
Free
Quick Scan
A first look. Send a repository link, or say you will share access.
Free. The other packages are quoted after the Quick Scan.
Production-Readiness Audit
A written pass over the twelve areas, with a keep, harden or rewrite note.
Quoted after the Quick Scan.
Launch Hardening Sprint
The scoped fixes: security, tests, error handling and a deployment path, keeping what already works.
Quoted after the Quick Scan.
Production Care
Someone on the product after launch: monitoring, fixes, and the next changes you scope.
Quoted after the Quick Scan.
Request the free Quick Scan
What happens next
How it works
From a Quick Scan to production
We do not quote the later packages until the scan has named the risks.
- 01
Quick Scan
You send a repository link or say you will share access, plus who uses it today and the launch deadline.
You get: an email of the top risks within 3 working days. This step is free.
- 02
Production-readiness audit
We sort the prototype into keep, harden and rewrite across the twelve areas.
You get: that triage in writing. Quoted after the Quick Scan.
- 03
Launch hardening
We fix what the quote includes, and leave what is safe to keep.
You get: those fixes, with tests and a way to deploy. Quoted after the Quick Scan.
- 04
Deploy
We put the scoped release where real users can reach it, with a rollback path when that is in the quote.
You get: the deployment described in the quote.
- 05
Production care
If you want someone to call when it goes down, that is a separate package.
You get: the care the quote describes. Quoted after the Quick Scan.
Built for production
How we make it dependable
Hardening uses the same release practices as a product we build from the start.
Testing
Tests around the behaviour that must not break when the next fix lands.
Code review
A senior engineer reviews every change, including AI-generated code.
Security checks
Authentication, secrets, data access and payments, where the prototype has them.
Monitoring
A way to know it is down. The tool is chosen during scoping.
Documentation
What we kept, what we changed, and how to ship the next release.
Handover
You own the code, the repositories and the accounts.
Technology
Tools we use, chosen per project
The line below is the tools people use to build the prototype. The production stack is chosen during scoping.
Lovable, Bolt, Replit, v0, Cursor, Claude Code, Base44.
Proof
Work in this area
Client names stay private. Studies are published on Work when they are written.
Ways to work together
How to work with us
Start with the free Quick Scan. The next package is a fixed quote.
Recommended
Fixed-price project
Best for the audit or the hardening sprint after the free Quick Scan.
How it works The Quick Scan is free. The audit, the sprint and production care are quoted after the Quick Scan.
FAQ
Common questions
These are the questions we answer before a prototype goes to real users.
Yes. We start with a review of the code, database and deployment, tell you what is safe to keep, and give you a fixed quote for what needs fixing before launch.
Rarely. Most AI-built apps need hardening, not a rewrite. We recommend a rebuild only when the data model or security is broken throughout, and we explain why in writing.
It depends on scope, so the first step is always fixed-price: a scoping call, an audit or a pilot. After that you get a written fixed quote.
A focused MVP typically takes weeks, not months; hardening an existing prototype is often 2–6 weeks. You get a timeline with the quote, never a promise without a scope.
You do. Code, repositories, cloud accounts and app-store listings stay in your name.
We use AI coding tools to work faster, and a senior engineer reviews every change. We only use tools under business terms that don't train on your code.